Zhi-Pei Liang

Zhi-Pei Liang

University of Illinois at Urbana-Champaign

H-index: 61

North America-United States

About Zhi-Pei Liang

Zhi-Pei Liang, With an exceptional h-index of 61 and a recent h-index of 37 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Magnetic Resonance Imaging and Spectroscopy, Signal processing, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Learning-Assisted Fast Determination of Regularization Parameter in Constrained Image Reconstruction

Simultaneous high-resolution whole-brain MR spectroscopy and [18F]FDG PET for temporal lobe epilepsy

Optimization of 3D dynamic speech MRI: Poisson‐disc undersampling and locally higher‐rank reconstruction through partial separability model with regional optimized temporal basis

Subspace model-assisted deep learning for improved image reconstruction

High-dimensional mr spatiospectral imaging by integrating physics-based modeling and data-driven machine learning: Current progress and future directions

Predicting the Onset of Ischemic Stroke With Fast High‐Resolution 3D MR Spectroscopic Imaging

Enhancing linguistic research through 2-mm isotropic 3D dynamic speech magnetic resonance imaging optimized by sparse temporal sampling and low rank reconstruction

Enhancing linguistic research through 2‐mm isotropic 3D dynamic speech MRI optimized by sparse temporal sampling and low‐rank reconstruction

Zhi-Pei Liang Information

University

Position

Franklin W. Woeltge Professor

Citations(all)

15384

Citations(since 2020)

4607

Cited By

11378

hIndex(all)

61

hIndex(since 2020)

37

i10Index(all)

178

i10Index(since 2020)

78

Email

University Profile Page

University of Illinois at Urbana-Champaign

Google Scholar

View Google Scholar Profile

Zhi-Pei Liang Skills & Research Interests

Magnetic Resonance Imaging and Spectroscopy

Signal processing

Machine Learning

Top articles of Zhi-Pei Liang

Title

Journal

Author(s)

Publication Date

Learning-Assisted Fast Determination of Regularization Parameter in Constrained Image Reconstruction

IEEE transactions on biomedical engineering

Yue Guan

Yudu Li

Ziwen Ke

Xi Peng

Ruihao Liu

...

2024/2/20

Simultaneous high-resolution whole-brain MR spectroscopy and [18F]FDG PET for temporal lobe epilepsy

European Journal of Nuclear Medicine and Molecular Imaging

Hui Huang

Miao Zhang

Yibo Zhao

Yudu Li

Wen Jin

...

2024/2

Optimization of 3D dynamic speech MRI: Poisson‐disc undersampling and locally higher‐rank reconstruction through partial separability model with regional optimized temporal basis

Magnetic Resonance in Medicine

Riwei Jin

Yudu Li

Ryan K Shosted

Fangxu Xing

Imani Gilbert

...

2024/1

Subspace model-assisted deep learning for improved image reconstruction

IEEE transactions on medical imaging

Yue Guan

Yudu Li

Ruihao Liu

Ziyu Meng

Yao Li

...

2023/9/8

High-dimensional mr spatiospectral imaging by integrating physics-based modeling and data-driven machine learning: Current progress and future directions

Fan Lam

Xi Peng

Zhi-Pei Liang

2023/2/27

Predicting the Onset of Ischemic Stroke With Fast High‐Resolution 3D MR Spectroscopic Imaging

Journal of Magnetic Resonance Imaging

Zengping Lin

Ziyu Meng

Tianyao Wang

Rong Guo

Yibo Zhao

...

2023/9

Enhancing linguistic research through 2-mm isotropic 3D dynamic speech magnetic resonance imaging optimized by sparse temporal sampling and low rank reconstruction

Magnetic resonance in medicine

Riwei Jin

Ryan K Shosted

Fangxu Xing

Imani R Gilbert

Jamie L Perry

...

2023/2

Enhancing linguistic research through 2‐mm isotropic 3D dynamic speech MRI optimized by sparse temporal sampling and low‐rank reconstruction

Magnetic Resonance in Medicine

Riwei Jin

Ryan K Shosted

Fangxu Xing

Imani R Gilbert

Jamie L Perry

...

2023/2

Preliminary development of an MRI atlas for application to cleft care: findings and future recommendations

The Cleft Palate Craniofacial Journal

Jamie L Perry

Imani R Gilbert

Fangxu Xing

Riwei Jin

David P Kuehn

...

2023/6/19

Prediction of Stroke Onset Time with Combined Fast High-Resolution Magnetic Resonance Spectroscopic and Quantitative T2 Mapping

IEEE Transactions on Biomedical Engineering

Ziyu Meng

Rong Guo

Tianyao Wang

Bin Bo

Zengping Lin

...

2023/5/18

B1 mapping using pre‐learned subspaces for quantitative brain imaging

Magnetic Resonance in Medicine

Tianxiao Zhang

Yibo Zhao

Wen Jin

Yudu Li

Rong Guo

...

2023/11

JSENSE‐Pro: Joint sensitivity estimation and image reconstruction in parallel imaging using p re‐learned subspaces of coil sensitivity functions

Magnetic resonance in medicine

Lihong Tang

Yibo Zhao

Yudu Li

Rong Guo

Bingyang Cai

...

2023/4

DeepSENSE: Learning coil sensitivity functions for SENSE reconstruction using deep learning

Magnetic Resonance in Medicine

Xi Peng

Bradley P Sutton

Fan Lam

Zhi‐Pei Liang

2022/4

Epigenetic MRI: Noninvasive imaging of DNA methylation in the brain

Proceedings of the National Academy of Sciences

Fan Lam

James Chu

Ji Sun Choi

Chang Cao

T Kevin Hitchens

...

2022/3/8

“Early” constrained reconstruction methods

Justin P Haldar

Zhi-Pei Liang

2022/1/1

mapping of the brain from water‐unsuppressed 1H‐MRSI and turbo spin‐echo data

Magnetic Resonance in Medicine

Tianxiao Zhang

Rong Guo

Yudu Li

Yibo Zhao

Yao Li

...

2022/11

Simultaneous Mapping of Water Diffusion Coefficients and Metabolite Distributions of the Brain Using MR Spectroscopic Imaging Without Water Suppression

IEEE Transactions on Biomedical Engineering

Rong Guo

Yudu Li

Yibo Zhao

Tianyao Wang

Yao Li

...

2022/9/14

Accelerating T2 mapping of the brain by integrating deep learning priors with low‐rank and sparse modeling

Magnetic Resonance in Medicine

Ziyu Meng

Rong Guo

Yudu Li

Yue Guan

Tianyao Wang

...

2021/3

System and method for ultrafast magnetic resonance spectroscopic imaging using learned spectral features

2021/8/3

A Marriage of Subspace Modeling with Deep Learning to Enable High-Resolution Dynamic Deuterium MR Spectroscopic Imaging

Proc Intl Soc Mag Reson Med

Yudu Li

Yibo Zhao

Rong Guo

Tao Wang

Yi Zhang

...

2021

See List of Professors in Zhi-Pei Liang University(University of Illinois at Urbana-Champaign)

Co-Authors

H-index: 183
Thomas S. Huang

Thomas S. Huang

University of Illinois at Urbana-Champaign

H-index: 78
andrew webb

andrew webb

Universiteit Leiden

H-index: 60
Christopher P. Hess, M.D., Ph.D.

Christopher P. Hess, M.D., Ph.D.

University of California, San Francisco

H-index: 59
Bradley P. Sutton

Bradley P. Sutton

University of Illinois at Urbana-Champaign

H-index: 44
Diego Hernando

Diego Hernando

University of Wisconsin-Madison

H-index: 38
Justin P. Haldar

Justin P. Haldar

University of Southern California

academic-engine